AI-Powered Chatbots & NLP Applications
Overview
The AI-Powered Chatbots & NLP Applications Program is designed for developers, data scientists, and business leaders who want to harness the power of Natural Language Processing (NLP) to build intelligent chatbots and conversational AI systems. This program covers fundamental NLP techniques, chatbot architecture, AI-driven automation, sentiment analysis, and real-world applications across industries. Participants will gain hands-on experience developing chatbots using Python, TensorFlow, OpenAI GPT models, and cloud-based NLP services.
- Develop AI-driven chatbots for enhanced customer engagement.
- Utilize NLP for sentiment analysis and automated responses.
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Introduction to Chatbots and Conversational AI
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Fundamentals of Natural Language Processing (NLP)
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Chatbot Design & Development
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Intent Recognition and Context Management
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Transformer Models for NLP
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Speech-to-Text and Text-to-Speech (STT & TTS)
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Sentiment Analysis & Emotion Detection
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Deploying Chatbots in Real-World Applications
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Advanced AI-Powered Chatbots & Generative AI
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Ethical Considerations & Future of Conversational AI
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